{"id":"https://openalex.org/W4408235665","doi":"https://doi.org/10.1186/s13040-025-00435-y","title":"Unsupervised clustering based coronary artery segmentation","display_name":"Unsupervised clustering based coronary artery segmentation","publication_year":2025,"publication_date":"2025-03-07","ids":{"openalex":"https://openalex.org/W4408235665","doi":"https://doi.org/10.1186/s13040-025-00435-y","pmid":"https://pubmed.ncbi.nlm.nih.gov/40055768"},"language":"en","primary_location":{"id":"doi:10.1186/s13040-025-00435-y","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13040-025-00435-y","pdf_url":"https://biodatamining.biomedcentral.com/counter/pdf/10.1186/s13040-025-00435-y","source":{"id":"https://openalex.org/S84409260","display_name":"BioData Mining","issn_l":"1756-0381","issn":["1756-0381"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BioData Mining","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://biodatamining.biomedcentral.com/counter/pdf/10.1186/s13040-025-00435-y","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054413491","display_name":"Bel\u00e9n Serrano-Ant\u00f3n","orcid":"https://orcid.org/0000-0001-9328-9525"},"institutions":[{"id":"https://openalex.org/I200284239","display_name":"Universidade de Santiago de Compostela","ror":"https://ror.org/030eybx10","country_code":"ES","type":"education","lineage":["https://openalex.org/I200284239"]},{"id":"https://openalex.org/I2802755756","display_name":"Centro de Supercomputaci\u00f3n de Galicia","ror":"https://ror.org/02z51cq88","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I2802755756"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Bel\u00e9n Serrano-Ant\u00f3n","raw_affiliation_strings":["CITMAga, Santiago de Compostela, Galicia, 15782, Spain","FlowReserve Labs S.L., Santiago de Compostela, Galicia, 15782, Spain","Group of Nonlinear Physics, University of Santiago de Compostela, Santiago de Compostela, Galicia, 15782, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CITMAga, Santiago de Compostela, Galicia, 15782, Spain","institution_ids":["https://openalex.org/I2802755756"]},{"raw_affiliation_string":"FlowReserve Labs S.L., Santiago de Compostela, Galicia, 15782, Spain","institution_ids":[]},{"raw_affiliation_string":"Group of Nonlinear Physics, University of Santiago de Compostela, Santiago de Compostela, Galicia, 15782, Spain","institution_ids":["https://openalex.org/I200284239"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017940768","display_name":"Manuel Villa","orcid":"https://orcid.org/0000-0001-8968-8136"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Manuel Ins\u00faa Villa","raw_affiliation_strings":["FlowReserve Labs S.L., Santiago de Compostela, Galicia, 15782, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FlowReserve Labs S.L., Santiago de Compostela, Galicia, 15782, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116553183","display_name":"Santiago Pend\u00f3n-Minguill\u00f3n","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Santiago Pend\u00f3n-Minguill\u00f3n","raw_affiliation_strings":["FlowReserve Labs S.L., Santiago de Compostela, Galicia, 15782, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FlowReserve Labs S.L., Santiago de Compostela, Galicia, 15782, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076966423","display_name":"Santiago Param\u00e9s-Est\u00e9vez","orcid":"https://orcid.org/0000-0003-0747-0761"},"institutions":[{"id":"https://openalex.org/I200284239","display_name":"Universidade de Santiago de Compostela","ror":"https://ror.org/030eybx10","country_code":"ES","type":"education","lineage":["https://openalex.org/I200284239"]},{"id":"https://openalex.org/I2802755756","display_name":"Centro de Supercomputaci\u00f3n de Galicia","ror":"https://ror.org/02z51cq88","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I2802755756"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Santiago Param\u00e9s-Est\u00e9vez","raw_affiliation_strings":["CITMAga, Santiago de Compostela, Galicia, 15782, Spain","FlowReserve Labs S.L., Santiago de Compostela, Galicia, 15782, Spain","Group of Nonlinear Physics, University of Santiago de Compostela, Santiago de Compostela, Galicia, 15782, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CITMAga, Santiago de Compostela, Galicia, 15782, Spain","institution_ids":["https://openalex.org/I2802755756"]},{"raw_affiliation_string":"FlowReserve Labs S.L., Santiago de Compostela, Galicia, 15782, Spain","institution_ids":[]},{"raw_affiliation_string":"Group of Nonlinear Physics, University of Santiago de Compostela, Santiago de Compostela, Galicia, 15782, Spain","institution_ids":["https://openalex.org/I200284239"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090120369","display_name":"Alberto Otero-Cacho","orcid":"https://orcid.org/0000-0003-1044-891X"},"institutions":[{"id":"https://openalex.org/I200284239","display_name":"Universidade de Santiago de Compostela","ror":"https://ror.org/030eybx10","country_code":"ES","type":"education","lineage":["https://openalex.org/I200284239"]},{"id":"https://openalex.org/I4210158352","display_name":"Servicio Gallego de Salud","ror":"https://ror.org/0591s4t67","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210158352"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alberto Otero-Cacho","raw_affiliation_strings":["CITMAga, Santiago de Compostela, Galicia, 15782, Spain. alberto.otero.cacho@usc.es","FlowReserve Labs S.L., Santiago de Compostela, Galicia, 15782, Spain. alberto.otero.cacho@usc.es","Group of Nonlinear Physics, University of Santiago de Compostela, Santiago de Compostela, Galicia, 15782, Spain. alberto.otero.cacho@usc.es","FlowReserve Labs S.L., Santiago de Compostela, Galicia, 15782, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CITMAga, Santiago de Compostela, Galicia, 15782, Spain. alberto.otero.cacho@usc.es","institution_ids":["https://openalex.org/I4210158352"]},{"raw_affiliation_string":"FlowReserve Labs S.L., Santiago de Compostela, Galicia, 15782, Spain. alberto.otero.cacho@usc.es","institution_ids":["https://openalex.org/I4210158352"]},{"raw_affiliation_string":"Group of Nonlinear Physics, University of Santiago de Compostela, Santiago de Compostela, Galicia, 15782, Spain. alberto.otero.cacho@usc.es","institution_ids":["https://openalex.org/I200284239"]},{"raw_affiliation_string":"FlowReserve Labs S.L., Santiago de Compostela, Galicia, 15782, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051111568","display_name":"Diego L\u00f3pez\u2010Otero","orcid":"https://orcid.org/0000-0003-2810-3979"},"institutions":[{"id":"https://openalex.org/I4210095014","display_name":"Centro de Investigaci\u00f3n en Red en Enfermedades Cardiovasculares","ror":"https://ror.org/00s29fn93","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210095014"]},{"id":"https://openalex.org/I4210115082","display_name":"Centro de Investigaci\u00f3n Biom\u00e9dica en Red","ror":"https://ror.org/02g87qh62","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2801357902","https://openalex.org/I4210115082","https://openalex.org/I4387152914"]},{"id":"https://openalex.org/I4210158603","display_name":"Complejo Hospitalario de Pontevedra","ror":"https://ror.org/016cxc226","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210158603"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Diego L\u00f3pez-Otero","raw_affiliation_strings":["Cardiology and Intensive Care Department, University Hospital of Pontevedra, Pontevedra, Galicia, 36161, Spain","Centro de Investigaci\u00f3n Biom\u00e9dica en Red de Enfermedades Cardiovasculares (CIBERCV), Madrid, 28029, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cardiology and Intensive Care Department, University Hospital of Pontevedra, Pontevedra, Galicia, 36161, Spain","institution_ids":["https://openalex.org/I4210158603"]},{"raw_affiliation_string":"Centro de Investigaci\u00f3n Biom\u00e9dica en Red de Enfermedades Cardiovasculares (CIBERCV), Madrid, 28029, Spain","institution_ids":["https://openalex.org/I4210115082","https://openalex.org/I4210095014"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042998883","display_name":"Brais D\u00edaz\u2010Fern\u00e1ndez","orcid":null},"institutions":[{"id":"https://openalex.org/I200284239","display_name":"Universidade de Santiago de Compostela","ror":"https://ror.org/030eybx10","country_code":"ES","type":"education","lineage":["https://openalex.org/I200284239"]},{"id":"https://openalex.org/I4210095014","display_name":"Centro de Investigaci\u00f3n en Red en Enfermedades Cardiovasculares","ror":"https://ror.org/00s29fn93","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210095014"]},{"id":"https://openalex.org/I4210115082","display_name":"Centro de Investigaci\u00f3n Biom\u00e9dica en Red","ror":"https://ror.org/02g87qh62","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2801357902","https://openalex.org/I4210115082","https://openalex.org/I4387152914"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Brais D\u00edaz-Fern\u00e1ndez","raw_affiliation_strings":["Cardiology and Intensive Cardiac Care Department, University Hospital of Santiago de Compostela, Santiago de Compostela, Galicia, 15706, Spain","Centro de Investigaci\u00f3n Biom\u00e9dica en Red de Enfermedades Cardiovasculares (CIBERCV), Madrid, 28029, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cardiology and Intensive Cardiac Care Department, University Hospital of Santiago de Compostela, Santiago de Compostela, Galicia, 15706, Spain","institution_ids":["https://openalex.org/I200284239"]},{"raw_affiliation_string":"Centro de Investigaci\u00f3n Biom\u00e9dica en Red de Enfermedades Cardiovasculares (CIBERCV), Madrid, 28029, Spain","institution_ids":["https://openalex.org/I4210115082","https://openalex.org/I4210095014"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008261680","display_name":"Mar\u00eda Bastos-Fern\u00e1ndez","orcid":"https://orcid.org/0000-0002-7088-5858"},"institutions":[{"id":"https://openalex.org/I200284239","display_name":"Universidade de Santiago de Compostela","ror":"https://ror.org/030eybx10","country_code":"ES","type":"education","lineage":["https://openalex.org/I200284239"]},{"id":"https://openalex.org/I4210095014","display_name":"Centro de Investigaci\u00f3n en Red en Enfermedades Cardiovasculares","ror":"https://ror.org/00s29fn93","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210095014"]},{"id":"https://openalex.org/I4210115082","display_name":"Centro de Investigaci\u00f3n Biom\u00e9dica en Red","ror":"https://ror.org/02g87qh62","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2801357902","https://openalex.org/I4210115082","https://openalex.org/I4387152914"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Mar\u00eda Bastos-Fern\u00e1ndez","raw_affiliation_strings":["Cardiology and Intensive Cardiac Care Department, University Hospital of Santiago de Compostela, Santiago de Compostela, Galicia, 15706, Spain","Centro de Investigaci\u00f3n Biom\u00e9dica en Red de Enfermedades Cardiovasculares (CIBERCV), Madrid, 28029, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cardiology and Intensive Cardiac Care Department, University Hospital of Santiago de Compostela, Santiago de Compostela, Galicia, 15706, Spain","institution_ids":["https://openalex.org/I200284239"]},{"raw_affiliation_string":"Centro de Investigaci\u00f3n Biom\u00e9dica en Red de Enfermedades Cardiovasculares (CIBERCV), Madrid, 28029, Spain","institution_ids":["https://openalex.org/I4210115082","https://openalex.org/I4210095014"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045256592","display_name":"Jos\u00e9 Ram\u00f3n Gonz\u00e1lez\u2010Juanatey","orcid":"https://orcid.org/0000-0001-9681-3388"},"institutions":[{"id":"https://openalex.org/I200284239","display_name":"Universidade de Santiago de Compostela","ror":"https://ror.org/030eybx10","country_code":"ES","type":"education","lineage":["https://openalex.org/I200284239"]},{"id":"https://openalex.org/I4210095014","display_name":"Centro de Investigaci\u00f3n en Red en Enfermedades Cardiovasculares","ror":"https://ror.org/00s29fn93","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210095014"]},{"id":"https://openalex.org/I4210115082","display_name":"Centro de Investigaci\u00f3n Biom\u00e9dica en Red","ror":"https://ror.org/02g87qh62","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2801357902","https://openalex.org/I4210115082","https://openalex.org/I4387152914"]},{"id":"https://openalex.org/I4210148771","display_name":"Instituto de Investigaci\u00f3n Sanitaria de Santiago","ror":"https://ror.org/05n7xcf53","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210148771"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 R. Gonz\u00e1lez-Juanatey","raw_affiliation_strings":["Cardiology and Intensive Cardiac Care Department, University Hospital of Santiago de Compostela, Santiago de Compostela, Galicia, 15706, Spain","Centro de Investigaci\u00f3n Biom\u00e9dica en Red de Enfermedades Cardiovasculares (CIBERCV), Madrid, 28029, Spain","Instituto de Investigaci\u00f3n Sanitaria de Santiago de Compostela (IDIS), Santiago de Compostela, Galicia, 15706, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cardiology and Intensive Cardiac Care Department, University Hospital of Santiago de Compostela, Santiago de Compostela, Galicia, 15706, Spain","institution_ids":["https://openalex.org/I200284239"]},{"raw_affiliation_string":"Centro de Investigaci\u00f3n Biom\u00e9dica en Red de Enfermedades Cardiovasculares (CIBERCV), Madrid, 28029, Spain","institution_ids":["https://openalex.org/I4210115082","https://openalex.org/I4210095014"]},{"raw_affiliation_string":"Instituto de Investigaci\u00f3n Sanitaria de Santiago de Compostela (IDIS), Santiago de Compostela, Galicia, 15706, Spain","institution_ids":["https://openalex.org/I4210148771"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070289951","display_name":"Alberto P. Mu\u00f1uzuri","orcid":"https://orcid.org/0000-0002-0579-9347"},"institutions":[{"id":"https://openalex.org/I200284239","display_name":"Universidade de Santiago de Compostela","ror":"https://ror.org/030eybx10","country_code":"ES","type":"education","lineage":["https://openalex.org/I200284239"]},{"id":"https://openalex.org/I2802755756","display_name":"Centro de Supercomputaci\u00f3n de Galicia","ror":"https://ror.org/02z51cq88","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I2802755756"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alberto P. Mu\u00f1uzuri","raw_affiliation_strings":["CITMAga, Santiago de Compostela, Galicia, 15782, Spain","Group of Nonlinear Physics, University of Santiago de Compostela, Santiago de Compostela, Galicia, 15782, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CITMAga, Santiago de Compostela, Galicia, 15782, Spain","institution_ids":["https://openalex.org/I2802755756"]},{"raw_affiliation_string":"Group of Nonlinear Physics, University of Santiago de Compostela, Santiago de Compostela, Galicia, 15782, Spain","institution_ids":["https://openalex.org/I200284239"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5054413491"],"corresponding_institution_ids":["https://openalex.org/I200284239","https://openalex.org/I2802755756"],"apc_list":{"value":1690,"currency":"GBP","value_usd":2072},"apc_paid":{"value":1690,"currency":"GBP","value_usd":2072},"fwci":3.0702,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.8896225,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"18","issue":"1","first_page":"21","last_page":"21"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10193","display_name":"Coronary Interventions and Diagnostics","score":0.4172999858856201,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10193","display_name":"Coronary Interventions and Diagnostics","score":0.4172999858856201,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.3237999975681305,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.1168999969959259,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7451258897781372},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7125948071479797},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7041096687316895},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.559221625328064},{"id":"https://openalex.org/keywords/test-set","display_name":"Test set","score":0.5051952004432678},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.496664822101593},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.46308308839797974},{"id":"https://openalex.org/keywords/sagittal-plane","display_name":"Sagittal plane","score":0.4479823708534241},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4443071782588959},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.41629648208618164},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34269246459007263},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.23351258039474487},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.22837743163108826}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7451258897781372},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7125948071479797},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7041096687316895},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.559221625328064},{"id":"https://openalex.org/C169903167","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Test set","level":2,"score":0.5051952004432678},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.496664822101593},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.46308308839797974},{"id":"https://openalex.org/C178910020","wikidata":"https://www.wikidata.org/wiki/Q2211994","display_name":"Sagittal plane","level":2,"score":0.4479823708534241},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4443071782588959},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.41629648208618164},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34269246459007263},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.23351258039474487},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.22837743163108826},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1186/s13040-025-00435-y","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13040-025-00435-y","pdf_url":"https://biodatamining.biomedcentral.com/counter/pdf/10.1186/s13040-025-00435-y","source":{"id":"https://openalex.org/S84409260","display_name":"BioData Mining","issn_l":"1756-0381","issn":["1756-0381"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BioData Mining","raw_type":"journal-article"},{"id":"pmid:40055768","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40055768","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BioData mining","raw_type":null},{"id":"pmh:oai:doaj.org/article:deb194247a684ac694dc2f13632edc5d","is_oa":true,"landing_page_url":"https://doaj.org/article/deb194247a684ac694dc2f13632edc5d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BioData Mining, Vol 18, Iss 1, Pp 1-23 (2025)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:11887207","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11887207","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BioData Min","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s13040-025-00435-y","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13040-025-00435-y","pdf_url":"https://biodatamining.biomedcentral.com/counter/pdf/10.1186/s13040-025-00435-y","source":{"id":"https://openalex.org/S84409260","display_name":"BioData Mining","issn_l":"1756-0381","issn":["1756-0381"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BioData Mining","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.4099999964237213,"display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G4214433242","display_name":null,"funder_award_id":"PID2022-138322OB-I00, PID2022-141626NB-I00, MCIN/AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"}],"funders":[{"id":"https://openalex.org/F4320322930","display_name":"Ministerio de Ciencia e Innovaci\u00f3n","ror":"https://ror.org/034900433"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4408235665.pdf"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W1966325234","https://openalex.org/W1979965329","https://openalex.org/W2016381774","https://openalex.org/W2023260945","https://openalex.org/W2026616100","https://openalex.org/W2086814682","https://openalex.org/W2110642225","https://openalex.org/W2113367856","https://openalex.org/W2117539524","https://openalex.org/W2126623645","https://openalex.org/W2127895623","https://openalex.org/W2163586918","https://openalex.org/W2165023525","https://openalex.org/W2194775991","https://openalex.org/W2464708700","https://openalex.org/W2579683363","https://openalex.org/W2605983152","https://openalex.org/W2798364351","https://openalex.org/W2884436604","https://openalex.org/W2964098128","https://openalex.org/W3010099537","https://openalex.org/W3020285846","https://openalex.org/W3026779786","https://openalex.org/W3041806057","https://openalex.org/W3092545592","https://openalex.org/W3093949537","https://openalex.org/W3098864482","https://openalex.org/W3117630903","https://openalex.org/W3129160290","https://openalex.org/W3129824915","https://openalex.org/W3179218951","https://openalex.org/W3183469449","https://openalex.org/W4200274794","https://openalex.org/W4205930639","https://openalex.org/W4221163766","https://openalex.org/W4283640990","https://openalex.org/W4284897204","https://openalex.org/W4307030462","https://openalex.org/W4383503764","https://openalex.org/W4386306733","https://openalex.org/W4386629999","https://openalex.org/W4387157704","https://openalex.org/W4388100110"],"related_works":["https://openalex.org/W2068608913","https://openalex.org/W2053950117","https://openalex.org/W3124914020","https://openalex.org/W4387327236","https://openalex.org/W2183488467","https://openalex.org/W1990237101","https://openalex.org/W4309907966","https://openalex.org/W4387896287","https://openalex.org/W2187490799","https://openalex.org/W3170838353"],"abstract_inverted_index":{"BACKGROUND:":[0],"The":[1,90,117,142,247],"acquisition":[2],"of":[3,6,21,29,114,128,135,149,168,252],"3D":[4],"geometries":[5],"coronary":[7,12,30,221,260],"arteries":[8,31],"from":[9,80,232],"computed":[10],"tomography":[11],"angiography":[13],"(CTCA)":[14],"is":[15,32,39],"crucial":[16],"for":[17,60,255],"clinicians,":[18],"enabling":[19],"visualization":[20],"lesions":[22],"and":[23,34,56,73,85,101,105,131,155,174,183,218,230],"supporting":[24],"decision-making":[25],"processes.":[26],"Manual":[27],"segmentation":[28,44,67,201,257],"time-consuming":[33],"prone":[35],"to":[36,181,227],"errors.":[37],"There":[38],"growing":[40],"interest":[41],"in":[42,151,157,170,176,185,220,259],"automatic":[43,66],"algorithms,":[45],"particularly":[46],"those":[47],"based":[48,69],"on":[49,70,121],"neural":[50],"networks,":[51],"which":[52,77,110],"require":[53],"large":[54],"datasets":[55],"significant":[57],"computational":[58],"resources":[59],"training.":[61],"This":[62,199],"paper":[63],"proposes":[64],"an":[65,132],"methodology":[68,118],"clustering":[71,83,253],"algorithms":[72,254],"a":[74,95,106,125,146,204],"graph":[75],"structure,":[76],"integrates":[78],"data":[79],"both":[81,216],"the":[82,86,112,152,158,162,171,177,186,225,236,250],"process":[84],"original":[87],"images.":[88],"RESULTS:":[89],"study":[91,248],"compares":[92],"two":[93,122],"approaches:":[94],"2.5D":[96],"version":[97,108],"using":[98],"axial,":[99],"sagittal,":[100],"coronal":[102],"slices":[103],"(3Axis),":[104],"perpendicular":[107],"(Perp),":[109],"uses":[111],"cross-section":[113,234],"each":[115],"vessel.":[116],"was":[119],"tested":[120],"patient":[123],"groups:":[124],"test":[126,153,172],"set":[127,134,154,173],"10":[129],"patients":[130,137],"additional":[133],"22":[136],"with":[138,194,241],"clinically":[139],"diagnosed":[140],"lesions.":[141],"3Axis":[143],"method":[144,164],"achieved":[145],"Dice":[147,166],"score":[148],"0.88":[150],"0.83":[156],"lesion":[159,178,187],"set,":[160,179],"while":[161],"Perp":[163],"obtained":[165],"scores":[167],"0.81":[169],"0.82":[175],"decreasing":[180],"0.79":[182],"0.80":[184],"region,":[188],"respectively.":[189],"These":[190],"results":[191],"are":[192],"competitive":[193],"current":[195],"state-of-the-art":[196],"methods.":[197],"CONCLUSIONS:":[198],"clustering-based":[200],"approach":[202],"offers":[203],"robust":[205],"framework":[206],"that":[207],"can":[208],"be":[209],"easily":[210],"integrated":[211],"into":[212,244],"clinical":[213],"workflows,":[214],"improving":[215,256],"accuracy":[217],"efficiency":[219],"artery":[222,261],"analysis.":[223],"Additionally,":[224],"ability":[226],"visualize":[228],"clusters":[229],"graphs":[231],"any":[233],"enhances":[235],"method's":[237],"explainability,":[238],"providing":[239],"clinicians":[240],"deeper":[242],"insights":[243],"vascular":[245],"structures.":[246],"demonstrates":[249],"potential":[251],"performance":[258],"imaging.":[262]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}